Modulome

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        If you use plots from MultiQC in a publication or presentation, please cite:

        MultiQC: Summarize analysis results for multiple tools and samples in a single report
        Philip Ewels, Måns Magnusson, Sverker Lundin and Max Käller
        Bioinformatics (2016)
        doi: 10.1093/bioinformatics/btw354
        PMID: 27312411

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        About MultiQC

        This report was generated using MultiQC, version 1.12

        You can see a YouTube video describing how to use MultiQC reports here: https://youtu.be/qPbIlO_KWN0

        For more information about MultiQC, including other videos and extensive documentation, please visit http://multiqc.info

        You can report bugs, suggest improvements and find the source code for MultiQC on GitHub: https://github.com/ewels/MultiQC

        MultiQC is published in Bioinformatics:

        MultiQC: Summarize analysis results for multiple tools and samples in a single report
        Philip Ewels, Måns Magnusson, Sverker Lundin and Max Käller
        Bioinformatics (2016)
        doi: 10.1093/bioinformatics/btw354
        PMID: 27312411

        Modulome
        Analysis of public microbial RNA-seq data

        A modular tool to aggregate results from bioinformatics analyses across many samples into a single report.

        Contact E-mail
        avsastry@ucsd.edu
        Application Type
        Microbial RNA-seq Analysis

        Report generated on 2023-03-27, 16:34 based on data in: /home/annie/Documents/modulome-nextflow/aws_results


        General Statistics

        Showing 410/410 rows and 9/10 columns.
        Sample Name% AssignedM Assigned% AlignedM Aligned% BP Trimmed% Dups% GCRead LengthM Seqs
        DRX275049
        8.0%
        0.1
        9.1%
        0.1
        35.7%
        18.2%
        51%
        73 bp
        1.0
        DRX275050
        82.6%
        0.8
        94.3%
        0.9
        6.0%
        7.4%
        55%
        75 bp
        1.0
        SRX063252
        3.7%
        0.6
        64.9%
        9.8
        4.1%
        87.4%
        49%
        31 bp
        15.2
        SRX063253
        0.2%
        0.0
        3.7%
        0.7
        3.7%
        85.9%
        38%
        41 bp
        20.2
        SRX063254
        0.2%
        0.0
        3.5%
        0.7
        3.7%
        86.1%
        38%
        41 bp
        20.2
        SRX10864008
        64.0%
        13.2
        98.7%
        20.4
        0.9%
        63.9%
        55%
        50 bp
        20.7
        SRX10864009
        65.0%
        15.6
        98.9%
        23.8
        0.9%
        72.5%
        55%
        50 bp
        24.1
        SRX10864010
        64.4%
        14.8
        98.7%
        22.6
        0.9%
        74.0%
        55%
        50 bp
        22.9
        SRX10864011
        61.1%
        14.7
        97.8%
        23.6
        0.9%
        67.1%
        54%
        50 bp
        24.1
        SRX10864012
        60.2%
        14.5
        97.6%
        23.5
        0.9%
        77.8%
        54%
        50 bp
        24.1
        SRX10864013
        60.6%
        14.6
        97.7%
        23.5
        0.9%
        59.2%
        55%
        50 bp
        24.1
        SRX10864014
        55.1%
        12.5
        97.5%
        22.1
        0.9%
        78.6%
        55%
        50 bp
        22.7
        SRX10864015
        54.6%
        13.2
        97.7%
        23.6
        0.9%
        66.4%
        54%
        50 bp
        24.1
        SRX10864016
        54.7%
        13.2
        97.8%
        23.6
        0.9%
        75.8%
        54%
        50 bp
        24.1
        SRX11229889
        68.8%
        17.6
        91.7%
        23.5
        1.7%
        83.5%
        55%
        147 bp
        25.6
        SRX11313113
        49.1%
        13.6
        82.0%
        22.7
        1.7%
        86.2%
        55%
        147 bp
        27.7
        SRX11402692
        24.0%
        5.8
        90.7%
        21.9
        6.5%
        93.1%
        53%
        140 bp
        24.2
        SRX11402693
        27.1%
        9.4
        91.2%
        31.5
        5.7%
        91.9%
        51%
        141 bp
        34.6
        SRX15590299
        72.8%
        4.7
        98.1%
        6.3
        6.1%
        75.0%
        54%
        96 bp
        6.4
        SRX15590300
        72.6%
        5.1
        98.1%
        6.9
        6.3%
        75.8%
        55%
        96 bp
        7.0
        SRX15590301
        76.6%
        5.8
        98.4%
        7.4
        6.0%
        75.8%
        55%
        96 bp
        7.5
        SRX15590302
        3.3%
        0.2
        98.0%
        6.9
        5.6%
        76.8%
        54%
        96 bp
        7.0
        SRX15590303
        2.7%
        0.2
        97.9%
        6.9
        6.2%
        76.9%
        54%
        96 bp
        7.1
        SRX15590304
        57.4%
        3.9
        79.0%
        5.4
        5.9%
        70.2%
        54%
        96 bp
        6.9
        SRX15590305
        71.0%
        4.8
        98.0%
        6.6
        6.3%
        76.3%
        54%
        96 bp
        6.8
        SRX15590306
        71.7%
        4.8
        97.8%
        6.6
        6.4%
        76.6%
        55%
        96 bp
        6.7
        SRX15590307
        73.8%
        4.4
        97.9%
        5.8
        6.1%
        74.2%
        55%
        96 bp
        5.9
        SRX15590308
        68.9%
        4.8
        98.0%
        6.9
        6.1%
        77.5%
        54%
        96 bp
        7.0
        SRX15590309
        69.7%
        4.7
        97.6%
        6.5
        5.9%
        77.5%
        54%
        96 bp
        6.7
        SRX15590310
        65.4%
        4.5
        92.1%
        6.3
        5.8%
        74.0%
        54%
        96 bp
        6.9
        SRX15590311
        59.7%
        4.5
        97.9%
        7.4
        5.7%
        77.1%
        53%
        96 bp
        7.6
        SRX15590312
        55.9%
        4.8
        97.5%
        8.4
        5.9%
        80.0%
        53%
        96 bp
        8.6
        SRX15590313
        64.9%
        5.0
        98.1%
        7.6
        5.9%
        77.3%
        54%
        96 bp
        7.7
        SRX15590314
        52.8%
        3.9
        97.8%
        7.2
        6.0%
        78.6%
        53%
        96 bp
        7.4
        SRX15590315
        64.7%
        5.0
        97.9%
        7.6
        5.7%
        77.7%
        54%
        96 bp
        7.8
        SRX15590316
        67.4%
        4.4
        98.1%
        6.4
        5.4%
        74.2%
        54%
        96 bp
        6.5
        SRX15590317
        44.5%
        3.2
        97.9%
        7.0
        5.5%
        80.1%
        52%
        96 bp
        7.1
        SRX15590318
        36.9%
        2.6
        97.8%
        6.8
        5.1%
        82.4%
        51%
        96 bp
        6.9
        SRX15590319
        41.3%
        2.9
        98.0%
        6.8
        5.1%
        80.2%
        51%
        96 bp
        6.9
        SRX15630037
        30.3%
        1.2
        93.9%
        3.6
        0.5%
        87.3%
        53%
        149 bp
        3.9
        SRX15630038
        32.6%
        1.3
        92.8%
        3.7
        0.4%
        87.2%
        53%
        149 bp
        4.0
        SRX15630039
        44.7%
        1.7
        94.6%
        3.6
        0.4%
        87.2%
        51%
        149 bp
        3.8
        SRX15630040
        39.3%
        1.7
        93.0%
        4.0
        0.5%
        87.3%
        51%
        149 bp
        4.3
        SRX15630041
        33.4%
        1.3
        93.5%
        3.6
        0.5%
        84.9%
        53%
        149 bp
        3.9
        SRX15630042
        36.5%
        1.4
        91.0%
        3.6
        0.9%
        84.4%
        51%
        148 bp
        3.9
        SRX15630043
        34.1%
        1.5
        94.3%
        4.2
        0.4%
        86.6%
        51%
        149 bp
        4.4
        SRX15630044
        35.3%
        1.4
        93.0%
        3.6
        0.4%
        84.5%
        50%
        149 bp
        3.9
        SRX15630045
        43.4%
        1.6
        94.7%
        3.5
        0.4%
        87.2%
        51%
        149 bp
        3.7
        SRX15630046
        42.2%
        1.7
        94.5%
        3.7
        0.4%
        86.9%
        52%
        149 bp
        3.9
        SRX15630047
        38.2%
        1.6
        93.0%
        4.0
        0.4%
        87.6%
        51%
        149 bp
        4.3
        SRX15630048
        45.4%
        1.8
        93.9%
        3.7
        0.4%
        87.0%
        51%
        149 bp
        3.9
        SRX15947806
        58.2%
        5.5
        95.9%
        9.1
        1.1%
        78.2%
        54%
        51 bp
        9.5
        SRX15947807
        75.3%
        9.6
        93.9%
        12.0
        0.9%
        70.2%
        55%
        51 bp
        12.8
        SRX15947808
        61.1%
        7.7
        96.8%
        12.2
        1.1%
        79.0%
        54%
        51 bp
        12.6
        SRX15947809
        60.3%
        5.5
        96.8%
        8.8
        1.0%
        77.2%
        55%
        51 bp
        9.1
        SRX15947810
        59.8%
        6.8
        97.7%
        11.1
        1.0%
        83.1%
        54%
        51 bp
        11.3
        SRX15947812
        58.3%
        6.8
        97.2%
        11.3
        1.1%
        83.5%
        54%
        51 bp
        11.7
        SRX15947813
        55.5%
        5.6
        96.1%
        9.8
        1.0%
        85.8%
        54%
        51 bp
        10.2
        SRX15947814
        54.0%
        5.1
        96.5%
        9.2
        1.0%
        81.1%
        54%
        50 bp
        9.5
        SRX15947815
        78.5%
        6.9
        94.6%
        8.3
        1.1%
        63.9%
        55%
        51 bp
        8.8
        SRX15947816
        78.0%
        7.7
        94.3%
        9.3
        1.1%
        67.3%
        55%
        50 bp
        9.8
        SRX1652180
        1.5%
        SRX1655390
        27.6%
        SRX1655391
        26.5%
        SRX1655392
        26.6%
        SRX1655393
        27.2%
        SRX1655394
        27.1%
        SRX17839586
        50.0%
        7.4
        94.3%
        14.0
        2.6%
        85.7%
        54%
        146 bp
        14.8
        SRX17839587
        45.7%
        8.3
        80.4%
        14.6
        2.2%
        81.3%
        53%
        146 bp
        18.1
        SRX17839588
        47.5%
        6.6
        89.0%
        12.3
        3.0%
        85.6%
        53%
        145 bp
        13.8
        SRX17839589
        46.8%
        8.7
        89.2%
        16.5
        2.1%
        89.4%
        52%
        146 bp
        18.5
        SRX17839590
        52.7%
        11.2
        94.2%
        20.0
        2.5%
        90.9%
        52%
        146 bp
        21.3
        SRX17839591
        48.6%
        9.5
        88.0%
        17.2
        2.2%
        89.0%
        52%
        146 bp
        19.6
        SRX18913104
        49.3%
        4.7
        93.3%
        9.0
        8.5%
        87.4%
        53%
        137 bp
        9.6
        SRX18913105
        50.8%
        5.6
        92.9%
        10.2
        8.5%
        87.2%
        53%
        137 bp
        11.0
        SRX18913106
        51.0%
        4.5
        94.2%
        8.3
        10.0%
        88.1%
        54%
        135 bp
        8.9
        SRX18913107
        65.5%
        6.2
        91.8%
        8.7
        7.9%
        80.6%
        54%
        138 bp
        9.4
        SRX18913108
        64.1%
        6.5
        91.7%
        9.3
        7.9%
        82.6%
        55%
        138 bp
        10.2
        SRX18913109
        65.3%
        7.5
        92.4%
        10.7
        7.1%
        83.1%
        54%
        139 bp
        11.5
        SRX18913110
        58.8%
        5.1
        92.5%
        8.0
        7.7%
        88.0%
        54%
        138 bp
        8.6
        SRX18913111
        58.8%
        5.2
        91.7%
        8.2
        8.2%
        87.5%
        54%
        137 bp
        8.9
        SRX18913112
        57.9%
        6.4
        92.7%
        10.3
        8.1%
        89.7%
        53%
        138 bp
        11.1
        SRX18913113
        70.8%
        6.8
        88.6%
        8.5
        6.3%
        83.8%
        54%
        140 bp
        9.6
        SRX18913114
        65.2%
        6.3
        91.9%
        8.9
        5.6%
        83.7%
        54%
        141 bp
        9.7
        SRX18913115
        63.7%
        6.2
        91.6%
        9.0
        6.8%
        82.0%
        54%
        139 bp
        9.8
        SRX2356912
        7.4%
        0.8
        97.0%
        10.0
        0.9%
        95.0%
        55%
        50 bp
        10.3
        SRX2356913
        5.5%
        0.5
        97.1%
        8.5
        1.0%
        95.7%
        55%
        50 bp
        8.7
        SRX2356914
        5.8%
        0.6
        96.8%
        9.6
        0.9%
        95.7%
        55%
        50 bp
        9.9
        SRX2356915
        4.3%
        0.5
        96.6%
        11.2
        0.9%
        96.4%
        54%
        50 bp
        11.6
        SRX2356916
        3.5%
        0.3
        97.1%
        8.2
        1.0%
        96.3%
        54%
        50 bp
        8.5
        SRX2356917
        2.8%
        0.3
        96.9%
        10.6
        0.9%
        96.7%
        54%
        50 bp
        10.9
        SRX2356918
        2.0%
        0.2
        96.8%
        10.1
        1.0%
        96.9%
        54%
        50 bp
        10.4
        SRX2356919
        1.5%
        0.3
        97.2%
        17.9
        0.9%
        97.4%
        54%
        50 bp
        18.4
        SRX2356920
        1.5%
        0.2
        96.0%
        13.0
        1.0%
        96.7%
        54%
        50 bp
        13.5
        SRX2356921
        5.7%
        0.5
        95.7%
        9.1
        1.5%
        93.7%
        55%
        49 bp
        9.5
        SRX2356922
        8.5%
        1.0
        95.0%
        11.8
        1.2%
        93.5%
        55%
        49 bp
        12.4
        SRX2356923
        8.3%
        1.0
        95.9%
        11.0
        1.0%
        94.3%
        55%
        50 bp
        11.5
        SRX2356924
        9.4%
        1.1
        97.5%
        11.1
        1.1%
        94.0%
        55%
        49 bp
        11.4
        SRX2356925
        7.5%
        0.8
        97.5%
        10.9
        1.1%
        94.8%
        55%
        49 bp
        11.2
        SRX2356926
        6.5%
        0.9
        97.1%
        13.9
        1.2%
        93.9%
        55%
        49 bp
        14.3
        SRX2356927
        6.5%
        0.8
        97.2%
        11.2
        1.1%
        94.9%
        54%
        49 bp
        11.5
        SRX2356928
        5.4%
        0.7
        97.6%
        12.8
        1.1%
        95.1%
        54%
        49 bp
        13.1
        SRX2356929
        4.5%
        0.7
        97.4%
        14.8
        1.0%
        94.7%
        54%
        50 bp
        15.2
        SRX2356930
        2.4%
        0.3
        97.4%
        11.8
        1.1%
        96.2%
        54%
        49 bp
        12.1
        SRX2356931
        1.6%
        0.2
        97.2%
        12.5
        1.1%
        96.2%
        54%
        49 bp
        12.9
        SRX2356932
        1.6%
        0.2
        97.6%
        13.5
        1.4%
        96.2%
        54%
        49 bp
        13.8
        SRX2356933
        5.6%
        0.9
        97.7%
        15.9
        1.1%
        94.4%
        55%
        49 bp
        16.3
        SRX2356934
        7.1%
        1.1
        97.6%
        15.1
        1.2%
        93.1%
        55%
        49 bp
        15.5
        SRX2356935
        7.3%
        0.8
        97.0%
        10.4
        1.1%
        93.2%
        55%
        49 bp
        10.7
        SRX259777
        78.4%
        28.3
        94.7%
        34.2
        19.2%
        69.5%
        55%
        89 bp
        36.2
        SRX259778
        73.4%
        17.9
        94.6%
        23.0
        18.4%
        67.3%
        55%
        90 bp
        24.4
        SRX259779
        53.4%
        13.9
        95.5%
        24.8
        18.5%
        72.0%
        55%
        90 bp
        26.0
        SRX259780
        66.0%
        18.8
        94.9%
        27.0
        18.9%
        70.5%
        55%
        90 bp
        28.5
        SRX259781
        58.8%
        8.7
        94.7%
        14.0
        18.2%
        66.9%
        55%
        91 bp
        14.8
        SRX259782
        60.3%
        8.8
        94.9%
        13.9
        17.2%
        66.4%
        55%
        91 bp
        14.6
        SRX259783
        43.4%
        11.9
        94.8%
        25.9
        20.8%
        74.7%
        55%
        91 bp
        27.4
        SRX259784
        63.9%
        12.1
        94.0%
        17.8
        21.8%
        67.2%
        55%
        91 bp
        18.9
        SRX259785
        25.1%
        5.8
        93.9%
        21.9
        21.3%
        77.5%
        54%
        90 bp
        23.3
        SRX259786
        53.4%
        32.6
        94.0%
        57.3
        25.2%
        78.0%
        55%
        90 bp
        61.0
        SRX259787
        71.0%
        28.7
        93.3%
        37.7
        21.3%
        72.5%
        55%
        91 bp
        40.4
        SRX259788
        51.9%
        26.7
        93.5%
        48.1
        22.4%
        76.7%
        55%
        91 bp
        51.4
        SRX259789
        3.1%
        0.5
        94.2%
        14.5
        11.9%
        86.4%
        54%
        94 bp
        15.4
        SRX259790
        41.2%
        3.8
        93.0%
        8.6
        23.4%
        69.1%
        55%
        94 bp
        9.2
        SRX259791
        52.4%
        15.3
        93.4%
        27.3
        17.8%
        74.9%
        55%
        94 bp
        29.3
        SRX259792
        41.0%
        5.3
        83.7%
        10.7
        37.7%
        71.4%
        54%
        91 bp
        12.8
        SRX259793
        52.9%
        8.2
        87.9%
        13.7
        37.4%
        71.4%
        55%
        93 bp
        15.6
        SRX3159653
        54.2%
        8.1
        90.7%
        13.5
        1.4%
        88.1%
        54%
        49 bp
        14.9
        SRX3159654
        55.7%
        10.4
        89.6%
        16.8
        1.2%
        87.9%
        54%
        49 bp
        18.8
        SRX3159655
        50.1%
        8.3
        91.6%
        15.2
        1.4%
        88.4%
        55%
        49 bp
        16.6
        SRX3159656
        53.3%
        5.8
        90.0%
        9.7
        1.5%
        86.4%
        54%
        49 bp
        10.8
        SRX3159657
        63.2%
        7.8
        92.5%
        11.4
        1.3%
        85.4%
        55%
        49 bp
        12.3
        SRX3159658
        61.0%
        8.4
        93.5%
        12.9
        1.7%
        87.8%
        55%
        49 bp
        13.8
        SRX3159659
        59.7%
        10.1
        92.5%
        15.6
        1.6%
        87.8%
        55%
        49 bp
        16.9
        SRX3159660
        42.4%
        7.0
        95.2%
        15.8
        1.2%
        90.5%
        55%
        49 bp
        16.6
        SRX3159661
        49.5%
        9.0
        76.5%
        13.8
        1.3%
        90.8%
        54%
        49 bp
        18.1
        SRX3159662
        64.7%
        13.7
        87.9%
        18.6
        1.1%
        92.2%
        54%
        50 bp
        21.2
        SRX3159663
        61.0%
        10.4
        84.9%
        14.5
        1.3%
        90.9%
        54%
        49 bp
        17.1
        SRX3159664
        54.5%
        10.6
        80.1%
        15.6
        1.2%
        92.0%
        54%
        49 bp
        19.4
        SRX3159665
        71.0%
        11.4
        92.3%
        14.8
        1.2%
        90.2%
        55%
        49 bp
        16.0
        SRX3159666
        60.4%
        10.4
        83.2%
        14.3
        1.1%
        92.2%
        54%
        50 bp
        17.3
        SRX3159667
        71.1%
        9.5
        92.9%
        12.4
        1.0%
        89.4%
        55%
        50 bp
        13.3
        SRX3159668
        67.3%
        11.4
        90.9%
        15.4
        1.3%
        90.3%
        55%
        49 bp
        17.0
        SRX3172761
        45.4%
        4.4
        88.6%
        8.5
        2.1%
        91.4%
        52%
        49 bp
        9.6
        SRX3172762
        44.5%
        5.9
        89.8%
        11.9
        2.0%
        93.9%
        52%
        49 bp
        13.3
        SRX3172763
        41.0%
        6.2
        88.4%
        13.3
        1.5%
        94.1%
        51%
        49 bp
        15.1
        SRX3172764
        48.4%
        8.2
        91.6%
        15.5
        2.0%
        94.4%
        53%
        49 bp
        16.9
        SRX3172765
        49.6%
        7.0
        91.7%
        12.9
        1.5%
        91.4%
        53%
        49 bp
        14.0
        SRX3172766
        43.1%
        5.6
        89.4%
        11.7
        1.7%
        93.3%
        52%
        49 bp
        13.1
        SRX3176780
        48.4%
        8.1
        80.9%
        13.5
        1.0%
        91.0%
        52%
        50 bp
        16.7
        SRX3176781
        49.3%
        7.5
        83.9%
        12.8
        1.0%
        91.7%
        52%
        50 bp
        15.2
        SRX3176782
        45.2%
        4.9
        80.2%
        8.7
        1.0%
        90.9%
        51%
        50 bp
        10.9
        SRX3176783
        40.1%
        6.9
        82.9%
        14.2
        1.0%
        93.7%
        50%
        50 bp
        17.1
        SRX3176784
        31.8%
        4.7
        78.6%
        11.5
        1.0%
        93.1%
        49%
        50 bp
        14.7
        SRX3176785
        27.2%
        4.6
        85.7%
        14.5
        1.0%
        94.1%
        49%
        50 bp
        16.9
        SRX3176786
        21.4%
        2.7
        82.8%
        10.4
        1.0%
        93.0%
        48%
        50 bp
        12.6
        SRX3176787
        18.3%
        2.2
        83.8%
        10.3
        1.0%
        94.5%
        47%
        50 bp
        12.3
        SRX3176788
        15.7%
        2.4
        84.4%
        13.0
        1.2%
        95.5%
        47%
        50 bp
        15.4
        SRX3176789
        66.9%
        7.3
        90.3%
        9.8
        1.0%
        86.5%
        54%
        50 bp
        10.9
        SRX3176790
        67.3%
        10.6
        91.0%
        14.3
        1.0%
        89.5%
        54%
        50 bp
        15.7
        SRX3176791
        64.5%
        7.5
        91.5%
        10.6
        1.4%
        88.4%
        54%
        49 bp
        11.6
        SRX3176792
        60.7%
        6.1
        89.8%
        9.0
        1.2%
        87.2%
        54%
        49 bp
        10.0
        SRX3176793
        55.1%
        7.5
        87.0%
        11.9
        1.2%
        88.9%
        53%
        49 bp
        13.7
        SRX3176794
        54.2%
        9.6
        90.6%
        16.0
        1.1%
        89.9%
        53%
        50 bp
        17.6
        SRX3176795
        44.8%
        6.2
        85.8%
        11.9
        1.0%
        90.1%
        52%
        50 bp
        13.9
        SRX3176796
        35.2%
        7.6
        81.8%
        17.5
        1.2%
        94.2%
        51%
        50 bp
        21.5
        SRX3176797
        12.4%
        1.9
        49.5%
        7.6
        1.0%
        93.9%
        52%
        50 bp
        15.4
        SRX3176798
        58.2%
        5.2
        91.2%
        8.2
        1.2%
        84.8%
        54%
        49 bp
        9.0
        SRX3176799
        50.9%
        4.2
        90.6%
        7.5
        1.2%
        86.4%
        53%
        49 bp
        8.3
        SRX3176800
        47.1%
        4.3
        91.5%
        8.4
        1.1%
        88.3%
        52%
        49 bp
        9.2
        SRX3176801
        37.2%
        3.3
        92.2%
        8.3
        2.1%
        92.4%
        52%
        49 bp
        9.0
        SRX3176802
        30.3%
        2.3
        92.1%
        7.0
        1.6%
        92.6%
        50%
        49 bp
        7.6
        SRX3176803
        24.4%
        1.9
        92.2%
        7.3
        1.1%
        90.1%
        50%
        49 bp
        7.9
        SRX3176804
        15.7%
        1.9
        93.3%
        11.1
        1.5%
        94.9%
        48%
        49 bp
        11.9
        SRX3176805
        19.0%
        2.0
        93.0%
        9.9
        1.3%
        93.2%
        48%
        49 bp
        10.6
        SRX3176806
        11.8%
        0.9
        95.6%
        7.5
        1.4%
        92.8%
        51%
        49 bp
        7.9
        SRX3176807
        70.1%
        7.3
        95.0%
        9.9
        1.8%
        89.5%
        55%
        49 bp
        10.4
        SRX3176808
        68.0%
        8.6
        94.5%
        12.0
        2.5%
        90.5%
        55%
        49 bp
        12.7
        SRX3176809
        67.0%
        7.6
        94.1%
        10.7
        2.0%
        89.7%
        54%
        49 bp
        11.4
        SRX3176810
        58.0%
        12.6
        91.9%
        19.9
        1.5%
        93.2%
        53%
        49 bp
        21.7
        SRX3176811
        58.8%
        8.0
        94.2%
        12.8
        4.5%
        91.6%
        54%
        49 bp
        13.6
        SRX3176812
        54.0%
        12.4
        93.1%
        21.3
        2.2%
        93.3%
        53%
        49 bp
        22.9
        SRX3176813
        51.8%
        6.5
        94.9%
        11.9
        2.3%
        92.5%
        53%
        49 bp
        12.6
        SRX3176814
        40.9%
        5.1
        94.7%
        11.8
        1.6%
        95.0%
        52%
        49 bp
        12.4
        SRX3176815
        23.8%
        3.3
        89.9%
        12.3
        1.7%
        96.0%
        49%
        49 bp
        13.7
        SRX3211301
        75.6%
        6.0
        98.0%
        7.7
        0.9%
        81.6%
        56%
        50 bp
        7.9
        SRX3211302
        74.9%
        6.3
        97.9%
        8.2
        1.1%
        95.3%
        55%
        49 bp
        8.4
        SRX3211303
        73.0%
        5.8
        98.2%
        7.8
        0.9%
        83.5%
        55%
        50 bp
        8.0
        SRX3211304
        71.0%
        6.3
        98.9%
        8.8
        0.9%
        95.7%
        55%
        50 bp
        8.9
        SRX3211305
        69.5%
        7.3
        97.8%
        10.3
        1.3%
        89.4%
        56%
        50 bp
        10.5
        SRX3211306
        73.1%
        5.6
        99.1%
        7.6
        1.0%
        95.2%
        55%
        50 bp
        7.7
        SRX3211307
        73.4%
        7.7
        98.8%
        10.4
        0.9%
        85.8%
        55%
        50 bp
        10.5
        SRX3211308
        68.2%
        6.2
        98.8%
        9.0
        1.1%
        96.3%
        54%
        49 bp
        9.1
        SRX3211309
        74.3%
        6.8
        98.6%
        9.0
        1.0%
        84.2%
        55%
        50 bp
        9.1
        SRX3211310
        69.0%
        5.2
        98.9%
        7.4
        1.2%
        94.6%
        55%
        49 bp
        7.5
        SRX3211311
        75.0%
        7.4
        98.5%
        9.7
        0.9%
        85.8%
        55%
        50 bp
        9.9
        SRX3211312
        70.5%
        5.4
        99.0%
        7.5
        1.3%
        95.2%
        55%
        49 bp
        7.6
        SRX3211313
        71.4%
        6.7
        98.2%
        9.3
        0.9%
        86.0%
        55%
        50 bp
        9.4
        SRX3211314
        69.7%
        6.6
        98.4%
        9.3
        1.3%
        95.8%
        54%
        49 bp
        9.4
        SRX3211315
        72.0%
        8.3
        98.4%
        11.3
        1.0%
        87.7%
        55%
        50 bp
        11.5
        SRX3211316
        71.0%
        7.7
        98.7%
        10.7
        1.7%
        96.4%
        54%
        49 bp
        10.8
        SRX3211317
        70.5%
        9.0
        98.4%
        12.6
        0.9%
        86.8%
        55%
        50 bp
        12.8
        SRX3211318
        72.1%
        7.2
        99.0%
        9.9
        1.3%
        96.0%
        55%
        49 bp
        10.0
        SRX3211319
        70.8%
        9.4
        98.7%
        13.0
        0.9%
        92.7%
        56%
        50 bp
        13.2
        SRX3211320
        73.7%
        6.7
        98.6%
        9.0
        1.6%
        95.9%
        55%
        49 bp
        9.1
        SRX3211321
        68.2%
        5.1
        98.2%
        7.3
        0.9%
        79.5%
        55%
        50 bp
        7.5
        SRX3211322
        72.6%
        8.0
        98.5%
        10.8
        1.1%
        96.4%
        55%
        50 bp
        11.0
        SRX3211323
        76.3%
        4.5
        98.5%
        5.8
        0.9%
        79.6%
        56%
        50 bp
        5.8
        SRX3211324
        77.2%
        3.4
        98.8%
        4.3
        1.1%
        92.8%
        56%
        50 bp
        4.4
        SRX3211325
        78.9%
        4.9
        99.0%
        6.1
        1.0%
        79.1%
        56%
        50 bp
        6.2
        SRX3211326
        50.1%
        4.6
        98.6%
        9.1
        1.1%
        96.4%
        56%
        49 bp
        9.3
        SRX3211327
        78.4%
        5.9
        98.9%
        7.4
        0.9%
        82.8%
        56%
        50 bp
        7.5
        SRX3211328
        39.8%
        3.3
        99.0%
        8.3
        0.9%
        97.3%
        55%
        50 bp
        8.4
        SRX3211329
        76.8%
        4.7
        98.5%
        6.1
        0.9%
        80.2%
        55%
        50 bp
        6.2
        SRX3211330
        73.7%
        3.9
        98.3%
        5.2
        1.1%
        93.6%
        55%
        50 bp
        5.3
        SRX3211331
        75.4%
        4.6
        98.2%
        5.9
        0.9%
        79.2%
        55%
        50 bp
        6.0
        SRX3211332
        73.1%
        5.6
        98.4%
        7.5
        1.3%
        96.1%
        55%
        50 bp
        7.6
        SRX3211333
        73.2%
        4.7
        98.2%
        6.3
        0.9%
        79.8%
        55%
        50 bp
        6.4
        SRX3211334
        58.4%
        4.8
        97.8%
        8.0
        1.2%
        96.4%
        53%
        49 bp
        8.1
        SRX3211335
        55.9%
        3.9
        98.3%
        6.9
        1.0%
        83.6%
        53%
        50 bp
        7.0
        SRX3211336
        69.8%
        4.6
        98.0%
        6.5
        1.3%
        94.3%
        54%
        49 bp
        6.7
        SRX3211337
        70.9%
        5.1
        97.9%
        7.0
        0.9%
        81.4%
        55%
        50 bp
        7.2
        SRX3211338
        70.6%
        6.9
        97.8%
        9.5
        1.0%
        95.5%
        55%
        50 bp
        9.7
        SRX3211339
        74.4%
        6.4
        97.9%
        8.4
        0.9%
        81.5%
        56%
        50 bp
        8.6
        SRX3211340
        77.0%
        6.5
        97.8%
        8.3
        1.1%
        94.6%
        56%
        50 bp
        8.5
        SRX3211341
        75.8%
        7.3
        98.0%
        9.4
        0.9%
        82.7%
        56%
        50 bp
        9.6
        SRX3211342
        75.2%
        6.2
        97.9%
        8.1
        1.1%
        94.3%
        56%
        50 bp
        8.2
        SRX3211343
        68.1%
        6.3
        97.9%
        9.1
        1.0%
        96.3%
        54%
        50 bp
        9.3
        SRX3211344
        71.8%
        3.8
        98.1%
        5.1
        1.0%
        79.5%
        55%
        50 bp
        5.2
        SRX3211345
        68.6%
        6.1
        97.4%
        8.7
        1.2%
        95.2%
        55%
        50 bp
        8.9
        SRX3211346
        71.8%
        6.3
        98.0%
        8.6
        0.9%
        83.0%
        55%
        50 bp
        8.8
        SRX3211347
        55.1%
        4.4
        98.2%
        7.9
        1.0%
        96.3%
        55%
        50 bp
        8.0
        SRX3211348
        77.2%
        6.6
        98.5%
        8.4
        0.9%
        81.1%
        56%
        50 bp
        8.5
        SRX3211349
        68.2%
        7.2
        97.8%
        10.3
        1.0%
        96.7%
        54%
        50 bp
        10.5
        SRX3211350
        71.6%
        5.7
        98.5%
        7.8
        0.9%
        83.6%
        55%
        50 bp
        7.9
        SRX3211351
        48.2%
        3.4
        98.3%
        7.0
        1.1%
        96.5%
        55%
        50 bp
        7.1
        SRX3211352
        65.8%
        4.8
        97.8%
        7.2
        0.9%
        84.2%
        54%
        50 bp
        7.3
        SRX3211353
        60.2%
        5.2
        97.3%
        8.3
        1.3%
        95.5%
        54%
        49 bp
        8.6
        SRX3211354
        60.3%
        4.4
        98.2%
        7.2
        1.0%
        82.7%
        54%
        50 bp
        7.4
        SRX3211355
        66.7%
        5.1
        97.3%
        7.4
        1.7%
        94.5%
        55%
        49 bp
        7.6
        SRX3211356
        70.0%
        4.5
        97.8%
        6.3
        1.0%
        75.8%
        55%
        50 bp
        6.4
        SRX3211357
        69.1%
        5.8
        97.6%
        8.1
        1.3%
        96.0%
        55%
        50 bp
        8.3
        SRX3211358
        73.0%
        5.8
        97.9%
        7.8
        0.9%
        79.6%
        55%
        50 bp
        8.0
        SRX3211359
        69.7%
        6.6
        97.7%
        9.3
        1.3%
        96.0%
        55%
        50 bp
        9.5
        SRX3211360
        72.5%
        6.0
        98.1%
        8.1
        0.9%
        82.1%
        55%
        50 bp
        8.2
        SRX3312459
        62.3%
        7.4
        88.7%
        10.5
        1.2%
        86.5%
        54%
        49 bp
        11.9
        SRX3312460
        64.7%
        7.4
        90.3%
        10.4
        1.0%
        87.6%
        54%
        50 bp
        11.5
        SRX3312461
        62.5%
        8.6
        89.6%
        12.3
        1.1%
        90.0%
        54%
        49 bp
        13.7
        SRX3312462
        59.1%
        7.6
        89.6%
        11.6
        1.0%
        89.1%
        53%
        50 bp
        12.9
        SRX3312463
        53.3%
        7.1
        88.8%
        11.8
        1.1%
        89.5%
        53%
        50 bp
        13.3
        SRX3312464
        52.7%
        9.0
        90.3%
        15.5
        1.1%
        91.7%
        52%
        50 bp
        17.1
        SRX3312465
        45.2%
        5.3
        87.5%
        10.2
        1.2%
        87.7%
        52%
        50 bp
        11.7
        SRX3312466
        39.7%
        3.7
        87.3%
        8.1
        1.1%
        88.9%
        51%
        50 bp
        9.3
        SRX3312467
        33.5%
        4.0
        86.5%
        10.4
        1.1%
        91.0%
        51%
        50 bp
        12.0
        SRX3312468
        53.1%
        5.7
        80.8%
        8.7
        1.0%
        87.7%
        54%
        50 bp
        10.8
        SRX3312469
        57.6%
        7.3
        85.9%
        10.8
        1.0%
        87.9%
        54%
        50 bp
        12.6
        SRX3312470
        58.2%
        15.0
        88.5%
        22.8
        1.0%
        93.1%
        54%
        50 bp
        25.8
        SRX3312471
        50.2%
        8.6
        83.5%
        14.3
        1.2%
        90.9%
        54%
        50 bp
        17.2
        SRX3312472
        48.4%
        8.4
        85.8%
        15.0
        1.6%
        90.6%
        54%
        49 bp
        17.5
        SRX3312473
        39.4%
        5.6
        83.8%
        11.9
        1.5%
        88.9%
        54%
        49 bp
        14.2
        SRX3312474
        33.0%
        3.8
        88.2%
        10.2
        2.5%
        91.8%
        53%
        49 bp
        11.6
        SRX3312475
        27.5%
        3.7
        81.5%
        10.9
        1.2%
        92.5%
        52%
        49 bp
        13.4
        SRX3312476
        21.0%
        2.4
        82.6%
        9.4
        1.3%
        93.2%
        52%
        49 bp
        11.3
        SRX3312477
        58.9%
        3.3
        86.9%
        4.9
        1.8%
        83.2%
        54%
        49 bp
        5.7
        SRX3312478
        49.3%
        3.6
        89.4%
        6.5
        1.9%
        85.7%
        54%
        49 bp
        7.3
        SRX3312479
        58.8%
        5.1
        90.4%
        7.8
        2.1%
        86.6%
        54%
        49 bp
        8.6
        SRX3312480
        58.9%
        5.2
        89.9%
        7.9
        2.7%
        91.5%
        54%
        49 bp
        8.8
        SRX3312481
        54.0%
        5.4
        89.2%
        8.8
        1.3%
        85.9%
        53%
        49 bp
        9.9
        SRX3312482
        45.7%
        3.2
        82.8%
        5.8
        2.6%
        87.9%
        52%
        49 bp
        7.0
        SRX3312483
        47.1%
        4.3
        91.6%
        8.4
        1.7%
        89.6%
        52%
        49 bp
        9.2
        SRX3312484
        44.4%
        4.2
        88.6%
        8.4
        2.0%
        88.6%
        52%
        49 bp
        9.5
        SRX3312485
        38.9%
        4.3
        90.9%
        10.1
        2.2%
        88.9%
        52%
        49 bp
        11.1
        SRX3312486
        53.7%
        5.4
        89.0%
        9.0
        1.9%
        89.4%
        55%
        49 bp
        10.1
        SRX3312487
        57.7%
        4.8
        89.8%
        7.5
        2.9%
        85.4%
        55%
        49 bp
        8.4
        SRX3312488
        57.7%
        5.7
        89.0%
        8.8
        1.4%
        89.8%
        55%
        49 bp
        9.9
        SRX3312489
        52.8%
        4.2
        86.6%
        6.8
        1.1%
        89.3%
        54%
        50 bp
        7.9
        SRX3312490
        39.3%
        3.6
        78.8%
        7.3
        1.3%
        90.4%
        54%
        50 bp
        9.3
        SRX3312491
        42.9%
        1.5
        87.1%
        3.0
        1.8%
        82.9%
        54%
        49 bp
        3.4
        SRX3312492
        41.2%
        9.4
        90.4%
        20.7
        1.4%
        92.9%
        53%
        49 bp
        22.9
        SRX3312493
        25.7%
        2.7
        85.7%
        9.0
        1.4%
        92.4%
        53%
        49 bp
        10.5
        SRX3312494
        27.1%
        1.7
        86.5%
        5.3
        1.8%
        91.9%
        52%
        49 bp
        6.2
        SRX359366
        9.1%
        1.2
        98.4%
        13.4
        1.1%
        95.3%
        54%
        50 bp
        13.7
        SRX359367
        9.6%
        1.2
        98.5%
        11.8
        0.9%
        95.5%
        54%
        51 bp
        12.0
        SRX359368
        8.1%
        1.0
        98.1%
        11.7
        0.8%
        95.5%
        54%
        51 bp
        11.9
        SRX359369
        9.1%
        1.3
        98.1%
        13.9
        0.8%
        95.5%
        54%
        51 bp
        14.2
        SRX359370
        10.1%
        1.2
        98.5%
        11.3
        0.9%
        94.9%
        54%
        51 bp
        11.5
        SRX359371
        9.6%
        1.2
        98.2%
        12.0
        0.8%
        95.2%
        54%
        51 bp
        12.2
        SRX359372
        6.6%
        0.6
        99.3%
        9.5
        0.8%
        95.8%
        54%
        51 bp
        9.6
        SRX359373
        6.6%
        0.8
        99.2%
        11.5
        0.8%
        96.1%
        54%
        51 bp
        11.6
        SRX359374
        6.2%
        0.8
        99.1%
        12.5
        0.8%
        96.2%
        54%
        51 bp
        12.7
        SRX359375
        5.7%
        0.7
        99.1%
        11.7
        0.7%
        96.4%
        54%
        51 bp
        11.8
        SRX359376
        5.7%
        0.6
        99.2%
        10.4
        0.8%
        95.7%
        54%
        51 bp
        10.5
        SRX359377
        5.4%
        0.6
        99.3%
        11.5
        0.8%
        96.3%
        54%
        51 bp
        11.6
        SRX359378
        7.4%
        0.8
        99.2%
        10.2
        0.9%
        95.7%
        54%
        51 bp
        10.3
        SRX359379
        6.7%
        0.6
        99.2%
        9.5
        0.8%
        95.8%
        54%
        51 bp
        9.5
        SRX359380
        5.7%
        0.6
        99.1%
        10.3
        1.0%
        96.1%
        54%
        51 bp
        10.4
        SRX359381
        7.5%
        0.8
        99.3%
        9.9
        0.8%
        95.7%
        54%
        51 bp
        10.0
        SRX359382
        7.8%
        1.0
        99.2%
        12.1
        0.9%
        95.7%
        54%
        51 bp
        12.2
        SRX359383
        7.5%
        0.9
        99.2%
        12.1
        0.9%
        95.9%
        54%
        51 bp
        12.2
        SRX4105497
        15.7%
        2.1
        43.2%
        5.9
        1.4%
        90.7%
        54%
        49 bp
        13.5
        SRX4105498
        7.0%
        1.3
        30.9%
        5.6
        1.2%
        94.1%
        54%
        49 bp
        18.1
        SRX4105499
        6.4%
        0.8
        34.5%
        4.4
        1.2%
        93.7%
        54%
        49 bp
        12.7
        SRX4105500
        1.9%
        0.5
        7.8%
        2.2
        1.4%
        96.5%
        54%
        49 bp
        28.7
        SRX4105501
        7.1%
        0.9
        33.0%
        4.3
        1.3%
        93.4%
        54%
        49 bp
        12.9
        SRX4105502
        4.8%
        1.0
        32.6%
        6.7
        1.4%
        96.5%
        54%
        49 bp
        20.6
        SRX4105503
        15.5%
        3.2
        43.3%
        9.1
        1.4%
        91.6%
        54%
        49 bp
        20.9
        SRX4105504
        7.4%
        1.4
        31.4%
        5.7
        1.4%
        93.6%
        54%
        49 bp
        18.2
        SRX4105505
        6.2%
        0.9
        33.8%
        4.9
        1.3%
        93.9%
        54%
        49 bp
        14.4
        SRX4105506
        0.4%
        0.0
        4.0%
        0.2
        10.4%
        97.3%
        54%
        50 bp
        4.5
        SRX4105507
        0.4%
        0.0
        3.9%
        0.2
        11.8%
        96.8%
        54%
        50 bp
        3.9
        SRX4105508
        1.9%
        0.2
        7.8%
        0.9
        1.4%
        95.0%
        54%
        49 bp
        11.3
        SRX4105509
        7.1%
        0.8
        33.4%
        3.6
        1.3%
        93.0%
        54%
        49 bp
        10.8
        SRX4105510
        5.7%
        0.9
        33.8%
        5.5
        1.2%
        95.1%
        54%
        49 bp
        16.3
        SRX4105511
        39.5%
        1.3
        82.5%
        2.7
        0.7%
        76.8%
        54%
        73 bp
        3.3
        SRX4105512
        52.8%
        2.4
        84.5%
        3.8
        0.7%
        72.0%
        56%
        73 bp
        4.5
        SRX4105513
        18.7%
        0.8
        45.0%
        1.8
        0.3%
        83.1%
        55%
        73 bp
        4.1
        SRX4105514
        32.8%
        1.7
        67.8%
        3.5
        0.3%
        78.8%
        55%
        73 bp
        5.1
        SRX4105515
        4.1%
        0.1
        27.4%
        1.0
        0.3%
        88.0%
        55%
        73 bp
        3.5
        SRX4105516
        24.8%
        1.2
        55.1%
        2.6
        0.3%
        81.1%
        55%
        73 bp
        4.8
        SRX4105517
        1.6%
        0.3
        11.2%
        2.1
        2.3%
        94.5%
        54%
        49 bp
        18.3
        SRX4105518
        3.3%
        0.5
        27.2%
        4.0
        4.7%
        97.7%
        53%
        50 bp
        14.6
        SRX4105519
        4.1%
        0.1
        25.3%
        0.6
        3.3%
        96.7%
        54%
        50 bp
        2.4
        SRX4105520
        1.2%
        0.2
        9.4%
        1.3
        2.1%
        94.6%
        54%
        49 bp
        13.6
        SRX4105521
        0.8%
        0.1
        8.3%
        0.8
        2.3%
        94.2%
        54%
        49 bp
        9.7
        SRX4105522
        4.4%
        0.8
        19.3%
        3.4
        2.2%
        93.0%
        54%
        49 bp
        17.8
        SRX4105523
        1.1%
        0.1
        9.7%
        1.1
        2.2%
        94.1%
        54%
        49 bp
        11.0
        SRX4105524
        0.6%
        0.1
        6.5%
        0.9
        2.2%
        95.7%
        54%
        49 bp
        13.3
        SRX4105525
        15.7%
        1.9
        75.0%
        9.2
        1.4%
        90.6%
        52%
        49 bp
        12.3
        SRX4105526
        43.5%
        9.5
        76.8%
        16.7
        1.8%
        85.1%
        55%
        49 bp
        21.7
        SRX4105527
        38.3%
        6.8
        83.2%
        14.8
        1.2%
        87.4%
        55%
        49 bp
        17.8
        SRX4105528
        42.5%
        7.4
        74.9%
        13.0
        1.3%
        86.1%
        55%
        49 bp
        17.3
        SRX4105529
        48.9%
        10.2
        82.6%
        17.2
        1.3%
        87.1%
        55%
        49 bp
        20.9
        SRX4105530
        54.2%
        13.2
        88.6%
        21.6
        1.6%
        92.3%
        55%
        49 bp
        24.4
        SRX4105531
        0.8%
        0.0
        7.2%
        0.4
        3.7%
        96.9%
        54%
        50 bp
        5.2
        SRX4105532
        0.8%
        0.0
        7.0%
        0.2
        4.2%
        95.5%
        54%
        50 bp
        3.1
        SRX4105533
        15.8%
        2.6
        76.0%
        12.3
        1.6%
        91.8%
        52%
        49 bp
        16.2
        SRX4105534
        5.8%
        0.4
        27.2%
        2.1
        7.7%
        97.9%
        54%
        49 bp
        7.7
        SRX4105535
        5.7%
        0.4
        26.9%
        1.8
        8.5%
        97.6%
        54%
        49 bp
        6.7
        SRX4105536
        37.8%
        5.9
        83.1%
        12.9
        1.3%
        86.5%
        55%
        49 bp
        15.6
        SRX4105537
        40.4%
        3.7
        75.1%
        6.8
        1.3%
        82.5%
        55%
        49 bp
        9.1
        SRX4105538
        50.1%
        9.2
        82.9%
        15.3
        1.2%
        84.5%
        55%
        49 bp
        18.4
        SRX4105539
        53.3%
        6.4
        88.2%
        10.6
        1.5%
        86.3%
        54%
        49 bp
        12.0
        SRX4105540
        34.5%
        6.1
        59.7%
        10.5
        4.8%
        94.3%
        52%
        49 bp
        17.6
        SRX4105541
        54.1%
        0.5
        83.5%
        0.7
        10.8%
        69.1%
        58%
        72 bp
        0.8
        SRX4105542
        53.5%
        1.6
        95.9%
        2.9
        1.7%
        68.7%
        56%
        73 bp
        3.0
        SRX4105543
        70.9%
        1.9
        94.9%
        2.6
        6.7%
        72.0%
        57%
        73 bp
        2.7
        SRX4105544
        72.6%
        1.8
        96.0%
        2.4
        2.1%
        67.1%
        56%
        73 bp
        2.5
        SRX4105545
        70.2%
        2.3
        95.0%
        3.2
        1.0%
        67.8%
        57%
        73 bp
        3.3
        SRX4105546
        68.6%
        2.2
        94.5%
        3.0
        1.5%
        68.2%
        57%
        73 bp
        3.2
        SRX4105547
        2.1%
        0.3
        10.9%
        1.6
        2.2%
        94.3%
        54%
        49 bp
        14.5
        SRX4105548
        2.9%
        0.5
        15.8%
        2.7
        2.1%
        93.7%
        54%
        49 bp
        17.1
        SRX4105549
        5.6%
        0.5
        25.8%
        2.2
        3.1%
        98.0%
        54%
        50 bp
        8.4
        SRX4105550
        2.4%
        0.3
        16.1%
        2.2
        2.2%
        94.1%
        54%
        49 bp
        13.7
        SRX4105551
        13.9%
        0.6
        44.8%
        2.0
        3.7%
        96.2%
        54%
        50 bp
        4.5
        SRX4105552
        5.8%
        1.0
        27.5%
        4.5
        2.1%
        91.9%
        54%
        49 bp
        16.4
        SRX4105553
        2.7%
        0.4
        19.3%
        2.8
        2.2%
        94.0%
        54%
        49 bp
        14.5
        SRX4105554
        3.1%
        0.4
        16.6%
        2.2
        2.3%
        93.3%
        55%
        49 bp
        13.1
        SRX4105555
        66.0%
        2.2
        94.4%
        3.2
        4.5%
        75.4%
        56%
        73 bp
        3.4
        SRX4105556
        62.9%
        0.5
        87.2%
        0.7
        13.5%
        57.0%
        59%
        72 bp
        0.8
        SRX4105557
        72.6%
        2.5
        95.8%
        3.3
        0.4%
        67.9%
        56%
        73 bp
        3.4
        SRX4105558
        68.0%
        1.7
        92.8%
        2.4
        0.8%
        65.0%
        56%
        73 bp
        2.6
        SRX4105559
        65.4%
        2.0
        93.3%
        2.9
        4.4%
        71.4%
        57%
        73 bp
        3.1
        SRX4105560
        53.8%
        1.3
        75.5%
        1.8
        9.8%
        74.7%
        64%
        71 bp
        2.4
        SRX4105561
        4.7%
        0.7
        21.3%
        3.0
        3.4%
        92.2%
        55%
        49 bp
        14.0
        SRX4105562
        2.1%
        0.3
        15.0%
        1.8
        2.3%
        93.6%
        54%
        49 bp
        12.1
        SRX4105563
        6.0%
        0.8
        26.8%
        3.5
        2.1%
        91.7%
        54%
        49 bp
        13.2
        SRX4105564
        9.9%
        1.1
        42.6%
        4.5
        2.5%
        88.8%
        54%
        49 bp
        10.6
        SRX4105565
        28.2%
        3.7
        68.1%
        9.0
        4.8%
        85.3%
        55%
        49 bp
        13.2
        SRX4105566
        6.8%
        1.0
        26.5%
        3.9
        2.6%
        91.1%
        54%
        49 bp
        14.7
        SRX4105567
        2.5%
        0.3
        12.9%
        1.7
        3.0%
        93.2%
        55%
        49 bp
        13.1
        SRX4105568
        4.8%
        0.7
        21.3%
        3.2
        3.4%
        92.3%
        54%
        49 bp
        15.0
        SRX5055969
        26.4%
        3.0
        46.4%
        5.2
        13.9%
        71.9%
        55%
        88 bp
        11.3
        SRX5055970
        23.0%
        2.5
        46.1%
        5.0
        18.1%
        67.1%
        55%
        86 bp
        10.9
        SRX5055971
        22.9%
        2.5
        47.2%
        5.2
        16.0%
        60.1%
        56%
        87 bp
        10.9
        SRX5055972
        28.0%
        2.7
        45.2%
        4.4
        12.8%
        44.9%
        55%
        90 bp
        9.7
        SRX689242
        25.6%
        0.3
        78.4%
        0.9
        4.3%
        83.5%
        53%
        50 bp
        1.1
        SRX7119038
        26.4%
        3.0
        46.4%
        5.2
        14.4%
        53.1%
        56%
        89 bp
        11.3
        SRX7119039
        23.0%
        2.5
        46.1%
        5.0
        18.1%
        56.5%
        56%
        86 bp
        10.9
        SRX7119040
        14.4%
        1.3
        45.3%
        4.3
        17.6%
        70.8%
        55%
        86 bp
        9.4
        SRX7119041
        27.8%
        3.1
        46.5%
        5.2
        12.1%
        47.5%
        55%
        91 bp
        11.1
        SRX8650808
        62.7%
        27.2
        93.9%
        40.7
        0.1%
        85.9%
        54%
        75 bp
        43.3
        UV_control_1
        75.3%
        9.6
        93.9%
        12.0
        0.9%
        70.2%
        55%
        51 bp
        12.8
        UV_control_2
        60.3%
        5.5
        96.8%
        8.8
        1.0%
        77.2%
        55%
        51 bp
        9.1
        UV_control_3
        58.3%
        6.8
        97.2%
        11.3
        1.0%
        85.5%
        54%
        50 bp
        11.7
        UV_exposure_2
        61.1%
        7.7
        96.8%
        12.2
        1.1%
        79.0%
        54%
        51 bp
        12.6
        UV_exposure_3
        59.8%
        6.8
        97.7%
        11.1
        1.1%
        83.1%
        54%
        51 bp
        11.3
        dark_4h_0110_KO_1
        69.5%
        9.3
        95.2%
        12.7
        1.2%
        74.9%
        53%
        51 bp
        13.3
        dark_4h_0110_KO_2
        68.9%
        7.6
        95.3%
        10.6
        1.0%
        73.1%
        52%
        51 bp
        11.1
        dark_4h_0616_KO_1
        73.4%
        7.7
        93.3%
        9.8
        1.1%
        68.6%
        54%
        51 bp
        10.5
        dark_4h_0616_KO_2
        70.5%
        8.8
        95.3%
        11.9
        0.9%
        72.1%
        53%
        51 bp
        12.5
        dark_4h_1684_KO_1
        35.7%
        3.6
        95.4%
        9.7
        1.1%
        75.4%
        52%
        50 bp
        10.2
        dark_4h_1684_KO_2
        37.3%
        2.8
        94.7%
        7.2
        1.3%
        67.9%
        53%
        50 bp
        7.6
        km_LL_1
        52.6%
        6.2
        96.4%
        11.3
        1.1%
        77.3%
        53%
        51 bp
        11.7
        km_LL_2
        75.3%
        9.7
        96.2%
        12.4
        1.1%
        75.6%
        54%
        51 bp
        12.9
        km_dark_4h_1
        60.7%
        6.0
        93.5%
        9.2
        1.5%
        73.4%
        52%
        50 bp
        9.9
        km_dark_4h_2
        70.7%
        9.1
        93.6%
        12.1
        1.3%
        75.8%
        51%
        50 bp
        12.9
        light_0110_KO_1
        57.3%
        7.0
        96.8%
        11.9
        1.0%
        78.0%
        54%
        50 bp
        12.3
        light_0110_KO_2
        74.2%
        10.2
        97.1%
        13.3
        1.1%
        77.8%
        54%
        51 bp
        13.7
        light_0616_KO_1
        74.9%
        7.2
        94.3%
        9.0
        1.2%
        65.7%
        54%
        50 bp
        9.6
        light_0616_KO_2
        74.5%
        9.6
        93.7%
        12.1
        0.9%
        70.2%
        54%
        51 bp
        12.9
        light_1684_KO_1
        72.5%
        10.3
        96.3%
        13.7
        1.1%
        76.9%
        54%
        51 bp
        14.2
        light_1684_KO_2
        59.9%
        6.3
        97.3%
        10.2
        1.0%
        80.5%
        54%
        51 bp
        10.5
        post_uv_2hrs_1
        55.5%
        5.6
        96.1%
        9.8
        1.0%
        85.8%
        54%
        51 bp
        10.2
        post_uv_2hrs_2
        78.5%
        6.9
        94.6%
        8.3
        1.1%
        64.5%
        55%
        51 bp
        8.8
        post_uv_2hrs_3
        78.0%
        7.7
        94.3%
        9.3
        1.1%
        67.3%
        55%
        50 bp
        9.8
        post_uv_control_1
        54.0%
        5.1
        96.5%
        9.2
        1.0%
        81.1%
        54%
        50 bp
        9.5
        post_uv_control_2
        78.2%
        8.7
        94.2%
        10.5
        1.2%
        67.6%
        55%
        51 bp
        11.1
        wt_LL_1
        51.3%
        4.6
        96.5%
        8.7
        1.0%
        75.2%
        53%
        51 bp
        9.0
        wt_LL_2
        53.4%
        5.5
        96.2%
        10.0
        1.1%
        75.1%
        52%
        51 bp
        10.4
        wt_dark_4h_1
        69.1%
        8.2
        94.4%
        11.3
        1.2%
        76.5%
        52%
        50 bp
        11.9
        wt_dark_4h_2
        35.9%
        3.8
        94.9%
        10.0
        1.3%
        73.0%
        52%
        50 bp
        10.6

        featureCounts

        Subread featureCounts is a highly efficient general-purpose read summarization program that counts mapped reads for genomic features such as genes, exons, promoter, gene bodies, genomic bins and chromosomal locations.DOI: 10.1093/bioinformatics/btt656.

        Flat image plot. Toolbox functions such as highlighting / hiding samples will not work (see the docs).


        Bowtie 1

        Bowtie 1 is an ultrafast, memory-efficient short read aligner.DOI: 10.1186/gb-2009-10-3-r25.

        This plot shows the number of reads aligning to the reference in different ways.

        There are 3 possible types of alignment: * Aligned: Read has only one occurence in the reference genome. * Multimapped: Read has multiple occurence. * Not aligned: Read has no occurence.

        Flat image plot. Toolbox functions such as highlighting / hiding samples will not work (see the docs).


        RSeQC

        RSeQC package provides a number of useful modules that can comprehensively evaluate high throughput RNA-seq data.DOI: 10.1093/bioinformatics/bts356.

        Infer experiment

        Infer experiment counts the percentage of reads and read pairs that match the strandedness of overlapping transcripts. It can be used to infer whether RNA-seq library preps are stranded (sense or antisense).

        Flat image plot. Toolbox functions such as highlighting / hiding samples will not work (see the docs).


        Cutadapt

        Cutadapt is a tool to find and remove adapter sequences, primers, poly-A tails and other types of unwanted sequence from your high-throughput sequencing reads.DOI: 10.14806/ej.17.1.200.

        Filtered Reads

        This plot shows the number of reads (SE) / pairs (PE) removed by Cutadapt.

        Flat image plot. Toolbox functions such as highlighting / hiding samples will not work (see the docs).


        Trimmed Sequence Lengths (3')

        This plot shows the number of reads with certain lengths of adapter trimmed for the 3' end.

        Obs/Exp shows the raw counts divided by the number expected due to sequencing errors. A defined peak may be related to adapter length.

        See the cutadapt documentation for more information on how these numbers are generated.

        Flat image plot. Toolbox functions such as highlighting / hiding samples will not work (see the docs).


        FastQC

        FastQC is a quality control tool for high throughput sequence data, written by Simon Andrews at the Babraham Institute in Cambridge.

        Sequence Counts

        Sequence counts for each sample. Duplicate read counts are an estimate only.

        This plot show the total number of reads, broken down into unique and duplicate if possible (only more recent versions of FastQC give duplicate info).

        You can read more about duplicate calculation in the FastQC documentation. A small part has been copied here for convenience:

        Only sequences which first appear in the first 100,000 sequences in each file are analysed. This should be enough to get a good impression for the duplication levels in the whole file. Each sequence is tracked to the end of the file to give a representative count of the overall duplication level.

        The duplication detection requires an exact sequence match over the whole length of the sequence. Any reads over 75bp in length are truncated to 50bp for this analysis.

        Flat image plot. Toolbox functions such as highlighting / hiding samples will not work (see the docs).


        Sequence Quality Histograms

        The mean quality value across each base position in the read.

        To enable multiple samples to be plotted on the same graph, only the mean quality scores are plotted (unlike the box plots seen in FastQC reports).

        Taken from the FastQC help:

        The y-axis on the graph shows the quality scores. The higher the score, the better the base call. The background of the graph divides the y axis into very good quality calls (green), calls of reasonable quality (orange), and calls of poor quality (red). The quality of calls on most platforms will degrade as the run progresses, so it is common to see base calls falling into the orange area towards the end of a read.

        Flat image plot. Toolbox functions such as highlighting / hiding samples will not work (see the docs).


        Per Sequence Quality Scores

        The number of reads with average quality scores. Shows if a subset of reads has poor quality.

        From the FastQC help:

        The per sequence quality score report allows you to see if a subset of your sequences have universally low quality values. It is often the case that a subset of sequences will have universally poor quality, however these should represent only a small percentage of the total sequences.

        Flat image plot. Toolbox functions such as highlighting / hiding samples will not work (see the docs).


        Per Base Sequence Content

        The proportion of each base position for which each of the four normal DNA bases has been called.

        To enable multiple samples to be shown in a single plot, the base composition data is shown as a heatmap. The colours represent the balance between the four bases: an even distribution should give an even muddy brown colour. Hover over the plot to see the percentage of the four bases under the cursor.

        To see the data as a line plot, as in the original FastQC graph, click on a sample track.

        From the FastQC help:

        Per Base Sequence Content plots out the proportion of each base position in a file for which each of the four normal DNA bases has been called.

        In a random library you would expect that there would be little to no difference between the different bases of a sequence run, so the lines in this plot should run parallel with each other. The relative amount of each base should reflect the overall amount of these bases in your genome, but in any case they should not be hugely imbalanced from each other.

        It's worth noting that some types of library will always produce biased sequence composition, normally at the start of the read. Libraries produced by priming using random hexamers (including nearly all RNA-Seq libraries) and those which were fragmented using transposases inherit an intrinsic bias in the positions at which reads start. This bias does not concern an absolute sequence, but instead provides enrichement of a number of different K-mers at the 5' end of the reads. Whilst this is a true technical bias, it isn't something which can be corrected by trimming and in most cases doesn't seem to adversely affect the downstream analysis.

        Click a sample row to see a line plot for that dataset.
        Rollover for sample name
        Position: -
        %T: -
        %C: -
        %A: -
        %G: -

        Per Sequence GC Content

        The average GC content of reads. Normal random library typically have a roughly normal distribution of GC content.

        From the FastQC help:

        This module measures the GC content across the whole length of each sequence in a file and compares it to a modelled normal distribution of GC content.

        In a normal random library you would expect to see a roughly normal distribution of GC content where the central peak corresponds to the overall GC content of the underlying genome. Since we don't know the the GC content of the genome the modal GC content is calculated from the observed data and used to build a reference distribution.

        An unusually shaped distribution could indicate a contaminated library or some other kinds of biased subset. A normal distribution which is shifted indicates some systematic bias which is independent of base position. If there is a systematic bias which creates a shifted normal distribution then this won't be flagged as an error by the module since it doesn't know what your genome's GC content should be.

        Flat image plot. Toolbox functions such as highlighting / hiding samples will not work (see the docs).


        Per Base N Content

        The percentage of base calls at each position for which an N was called.

        From the FastQC help:

        If a sequencer is unable to make a base call with sufficient confidence then it will normally substitute an N rather than a conventional base call. This graph shows the percentage of base calls at each position for which an N was called.

        It's not unusual to see a very low proportion of Ns appearing in a sequence, especially nearer the end of a sequence. However, if this proportion rises above a few percent it suggests that the analysis pipeline was unable to interpret the data well enough to make valid base calls.

        Flat image plot. Toolbox functions such as highlighting / hiding samples will not work (see the docs).


        Sequence Length Distribution

        The distribution of fragment sizes (read lengths) found. See the FastQC help

        Flat image plot. Toolbox functions such as highlighting / hiding samples will not work (see the docs).


        Sequence Duplication Levels

        The relative level of duplication found for every sequence.

        From the FastQC Help:

        In a diverse library most sequences will occur only once in the final set. A low level of duplication may indicate a very high level of coverage of the target sequence, but a high level of duplication is more likely to indicate some kind of enrichment bias (eg PCR over amplification). This graph shows the degree of duplication for every sequence in a library: the relative number of sequences with different degrees of duplication.

        Only sequences which first appear in the first 100,000 sequences in each file are analysed. This should be enough to get a good impression for the duplication levels in the whole file. Each sequence is tracked to the end of the file to give a representative count of the overall duplication level.

        The duplication detection requires an exact sequence match over the whole length of the sequence. Any reads over 75bp in length are truncated to 50bp for this analysis.

        In a properly diverse library most sequences should fall into the far left of the plot in both the red and blue lines. A general level of enrichment, indicating broad oversequencing in the library will tend to flatten the lines, lowering the low end and generally raising other categories. More specific enrichments of subsets, or the presence of low complexity contaminants will tend to produce spikes towards the right of the plot.

        Flat image plot. Toolbox functions such as highlighting / hiding samples will not work (see the docs).


        Overrepresented sequences

        The total amount of overrepresented sequences found in each library.

        FastQC calculates and lists overrepresented sequences in FastQ files. It would not be possible to show this for all samples in a MultiQC report, so instead this plot shows the number of sequences categorized as over represented.

        Sometimes, a single sequence may account for a large number of reads in a dataset. To show this, the bars are split into two: the first shows the overrepresented reads that come from the single most common sequence. The second shows the total count from all remaining overrepresented sequences.

        From the FastQC Help:

        A normal high-throughput library will contain a diverse set of sequences, with no individual sequence making up a tiny fraction of the whole. Finding that a single sequence is very overrepresented in the set either means that it is highly biologically significant, or indicates that the library is contaminated, or not as diverse as you expected.

        FastQC lists all of the sequences which make up more than 0.1% of the total. To conserve memory only sequences which appear in the first 100,000 sequences are tracked to the end of the file. It is therefore possible that a sequence which is overrepresented but doesn't appear at the start of the file for some reason could be missed by this module.

        Flat image plot. Toolbox functions such as highlighting / hiding samples will not work (see the docs).


        Adapter Content

        The cumulative percentage count of the proportion of your library which has seen each of the adapter sequences at each position.

        Note that only samples with ≥ 0.1% adapter contamination are shown.

        There may be several lines per sample, as one is shown for each adapter detected in the file.

        From the FastQC Help:

        The plot shows a cumulative percentage count of the proportion of your library which has seen each of the adapter sequences at each position. Once a sequence has been seen in a read it is counted as being present right through to the end of the read so the percentages you see will only increase as the read length goes on.

        No samples found with any adapter contamination > 0.1%

        Status Checks

        Status for each FastQC section showing whether results seem entirely normal (green), slightly abnormal (orange) or very unusual (red).

        FastQC assigns a status for each section of the report. These give a quick evaluation of whether the results of the analysis seem entirely normal (green), slightly abnormal (orange) or very unusual (red).

        It is important to stress that although the analysis results appear to give a pass/fail result, these evaluations must be taken in the context of what you expect from your library. A 'normal' sample as far as FastQC is concerned is random and diverse. Some experiments may be expected to produce libraries which are biased in particular ways. You should treat the summary evaluations therefore as pointers to where you should concentrate your attention and understand why your library may not look random and diverse.

        Specific guidance on how to interpret the output of each module can be found in the relevant report section, or in the FastQC help.

        In this heatmap, we summarise all of these into a single heatmap for a quick overview. Note that not all FastQC sections have plots in MultiQC reports, but all status checks are shown in this heatmap.

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